DataWorks
B2B Marketing Data, Attribution & Analytics
Without visibility, you're flying blind. Without correlation, you're guessing.
Most marketing teams are rich in dashboards and poor in answers. DataWorks covers attribution, measurement infrastructure, and the intelligence layer that makes every other marketing investment legible.
Without visibility you are flying blind; without correlation you are guessing — this section is about replacing both with evidence.
Your Martech Stack Uses 33% of What You Pay For. The Fix Isn't More Tools.
78% of marketing leaders say martech investments miss ROI targets. eClerx CMO Scott Houchin explains the activation gap and how composable architectures fix it.
614 Meetings, One AI Agent, Zero Form Fills: The Inbound Bottleneck Nobody Audits
A single AI agent booked 614 meetings at ~$85K ATV while most B2B teams lose deals to slow contact forms. Here's the system behind the number.
Most of your 'AI assistant' traffic is bots pretending to be bots
An investigation found 81.8% of AI assistant traffic and 87% of Googlebot requests were spoofed, revealing how bot fraud contaminates funnel metrics and attribution.
Every Platform Claims Credit. Here's How to Build a Measurement Layer That Doesn't Lie.
Build an independent measurement framework to compare Google, Meta, Microsoft, and Amazon ad performance using layered validation, incrementality testing, and unified reporting.
36% of Fintech Homepages Are Blank Pages to AI Crawlers
A study of 274 fintech homepages found 36% deliver less than 80% of content to AI crawlers, creating a pipeline-killing discoverability gap.
94% of B2B Buyers Use LLMs Now. Your Search Strategy Probably Doesn't Reflect That.
B2B buyers increasingly start research in AI chatbots, not Google. Here's how to evolve your search strategy and reporting for LLM-driven discovery.
93% of Companies Use AI. Only 7% Govern It. Mid-Sized Firms Feel That Gap First.
93% of organizations use AI but only 7% govern it. Here's what mid-sized companies need to close the gap before it costs them.
96% of B2B Marketers Use AI. Only 41% Can Prove It Works.
96% of B2B marketers use AI but only 41% can prove ROI. Close the adoption-measurement gap to turn AI-assisted content into qualified pipeline.
MOps After Execution: The Role Shifts from Workflow Builder to Business Interpreter
As AI absorbs workflow execution, MOps shifts from system configuration to business interpretation — and the operators who adapt will become indispensable.